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A new essay on the Cryptography Engineering blog asks whether sandboxing is enough to contain rogue AI agents, arguing that isolation techniques long used in software security may not stop autonomous systems pursuing unintended goals. Readers are debating whether traditional containment models apply when the software can plan, adapt, and manipulate its environment.

Economist Mark Zandi says repairing the housing market will take considerable time, but argues there are measures that could accelerate the recovery. Writing on CNBC, he points to policy steps that would ease the shortage holding the market back, though the specific proposals are not detailed in the headline.

Indian audio brand Mivi has shown off its first smartphone, the Mivi One 5G, in an early unboxing and first look. The device features a 120Hz display, Snapdragon 4 Gen 2 processor and a 6000mAh battery, priced at 11,999 rupees. Tech viewers are debating whether the newcomer can challenge established budget phone brands in India.

Japanese competition authorities have raided the country's major beer brewers over allegations they operated a price-fixing cartel. The raids mark a significant antitrust action against some of Japan's best-known beverage companies, and the case is drawing attention to pricing practices in the country's tightly concentrated beer market.

Donald Trump is set to propose easing federal methane regulations on the oil and gas industry. The move would loosen restrictions requiring energy companies to control leaks of methane, a potent greenhouse gas. Environmental groups are expected to criticize the proposal, while industry players have long argued the rules are costly and burdensome.

Japan's antitrust authority raided the country's four largest beer companies on allegations they coordinated to raise prices. The move targets some of Japan's biggest beverage names and could lead to fines or penalties if collusion is proven. Observers are watching closely, as beer pricing affects everyday consumers and the case may signal stricter enforcement of competition rules in Japan's concentrated brewing industry.

A comprehensive study, reported by Marine Technology News, has quantified the role of salt finger mixing in the ocean. The process, where differences in temperature and salinity drive small-scale vertical mixing, is said to help transport nutrients upward and support marine food webs. The research offers one of the most detailed measurements to date of how this mechanism contributes nutrients that sustain plankton and other marine life.

Travel + Leisure has published a pick for the most relaxing city in North America, and the piece is circulating among travel and retirement-focused readers, with Kiplinger sharing it in its luxury travel on a budget collection. The article is drawing attention from people weighing affordable, low-key destinations for vacations or post-work living.

The producers of 'In the Shadows', a British boxing biopic, will self-release the film after UK distributor True Brit Entertainment collapsed. With no distributor in place, the filmmakers are taking the unusual step of handling the release themselves to get the biopic in front of audiences rather than shelving it.

Congress is taking up legislation aimed at addressing America's struggles to build major infrastructure and projects. Commentators argue that permitting delays, regulation and bureaucratic hurdles have left the country unable to construct things like transit, housing and energy projects at the pace of past decades, and lawmakers are now moving to change that.

A business news roundup highlights two stories: McDonald's is facing accusations that its use of artificial intelligence in pricing amounts to algorithmic price fixing, while Uber is expanding into the catering business. The McDonald's allegations add to growing scrutiny of AI-driven pricing tools, and Uber's catering push signals a broadening of its delivery ambitions beyond restaurant meals.